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Jobs in Singapore   »   Jobs in Singapore   »   AI Researcher
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AI Researcher

Klass Engineering & Solutions Pte. Ltd.

Klass Engineering & Solutions Pte. Ltd. company logo

Summary

We are looking for an enthusiastic and skilled AI Researcher to join our dynamic research team. The ideal candidate should have a strong foundation in artificial intelligence and machine learning, coupled with the passion to innovate and improve the capabilities of existing solutions. You will work on cutting-edge research projects, develop new algorithms, and contribute to the advancement of our AI initiatives, via both independent and collaborative research efforts. The role involves leveraging AI/ML algorithm framework, such as TensorFlow and PyTorch, to develop cutting-edge generative AI/ML solutions. Responsibilities include designing and conducting scientific experiments, utilizing core AI/ML knowledge to develop novel AI solutions in cloud or on-premises environments. The candidate will also be expected to collaborate with the team, participate in code reviews, architecture discussions, and create comprehensive documentation. The ideal candidate should possess a strong foundation in statistical analysis, machine learning, deep learning, generative AI, and text representation techniques. Additionally, the candidate should also have excellent communication skills, a strong work ethic, and a passion for delivering highquality, innovative solutions.


Responsibilities:

  • Conduct novel and cutting-edge research in AI and machine learning. Research areas include but are not limited to computer vision (CV), natural language processing (NLP), automatic speech recognition (ASR), etc.
  • Design, implement, and optimize algorithms and models for various applications employing supervised, self-supervised, semi-supervised, or unsupervised learning.
  • Collaborate with our partners and engineers to apply research findings to real-world problems and product development.
  • Communicating regularly with supervisor and Research leads on scientifical progress, insight and research direction.
  • While publishing research papers in reputable journals and conferences is valued, it is not a strict requirement for this role.
  • Contribute to other program-related projects.
  • Collaborate with engineering team to translate researched technology (low TRL) to engineering (high TRL).
  • Candidates applying for senior staff positions are expected to mentor and support team members (or cross-team members) in technical advising.
  • Adhere to ethical research and coding best practices with timely documentation and updates.

Requirement:

  • PhD or Master degree in Computer Science, Computer Engineering, Statistics, Engineering, or related technical field.
  • 2-4 years of experience in research and development, specifically in one or more of the following areas:
  1. Computer vision.
  2. Natural language processing, specifically in large language model (LLM) core component, e.g., joint entity relation, information retrieval, prompt engineering, reasoning, sentiment analysis, guardrail, etc....
  3. Generative AI, specifically in generating synthetic data.
  4. Audio analytics.
  5. Large vision language model (LVLM),
  6. Embodied AI.
  • Proficiency in programming languages such as Python and/or C/C++. Experience with deep learning frameworks like TensorFlow, Keras, and/ or PyTorch.
  • Demonstrate an analytical mindset with adept problem-solving skills.
  • Stay abreast of the latest research developments in AI through literature review, attending conferences, and tech-sharing sessions with fellow team members.
  • Exhibit a strong drive to deliver optimal solutions within tight timelines.
  • Excellent analytical, critical thinking, and problem-solving skills.
  • Strong communication and organizational skills. Mentoring experience and skills are a plus.
  • Comprehensive documentation of technical specifications, architectural designs, and best practices.

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